Evidence map›Paper›PMID 40509472›Full record

ArticleFoods (Basel, Switzerland)2025

Market-Oriented Agriculture and Food Security: Evidence from Vegetable Farmers of Korhogo, Northern Côte d'Ivoire.

Mamadou Kone, Shadrack Kipkogei, Simon Ncho, De Zhou

Abstract read
In one paragraph

Article in Foods (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Mamadou KoneChina Center for Food Security Studies, College of Economics and Management, Nanjing Agricultural University, Nanjing 210095, China.
Shadrack KipkogeiChina Center for Food Security Studies, College of Economics and Management, Nanjing Agricultural University, Nanjing 210095, China.ORCID 0009-0008-7771-7575
Simon NchoInstitute of Agropastoral Management, Peleforo Gon Coulibaly University, Korhogo 1328, Côte d'Ivoire.
De ZhouAccounting School, Guangzhou College of Technology and Business, No. 5 Guangming Road, Shiling Town, Huadu District, Guangzhou 510850, China.ORCID 0000-0002-5228-2842

Funding

A Project Funded by the Priority Academic Program Development of Jiangsu Higher Education Institutions PAPDNational Natural Science Foundation of China 72174088National Natural Science Foundation of China 72361147521National Natural Science Foundation of China 72473057the earmarked fund for China Agriculture Research System CARS-28
6 · The paper itself

Abstract

Market-oriented agriculture functions as a critical mechanism by which rural farmers can alleviate poverty and enhance food security, and it is actively promoted in Côte d'Ivoire. However, household food security varies across commercialized farmers depending on context and region. This paper examines variations in food security between different market-oriented vegetable-farming households in rural northern Côte d'Ivoire. Using cross-sectional data from 200 vegetable farmers, this study employs an endogenous switching regression model to address potential selectivity bias. The results show that market-oriented farming is positively associated with higher food-consumption scores, greater dietary diversity, and increased caloric intake. Moreover, nonparticipants or semi-subsistence farmers are expected to achieve better food-security outcomes under market-oriented conditions. Key factors influencing the adoption of market-oriented farming include market proximity, access to extension services, and education level. This paper advocates for policies tailored to specific environments, such as rural smallholder farming communities, that support local markets and encourage entrepreneurship, especially among women and youth, and ensure the accessibility of improved inputs, thereby supporting market-oriented agriculture and enhancing food security.

Indexed as

food securityKorhogomarket-oriented agriculturevegetable farmer

Identifiers

PMID40509472
PMCPMC12155189

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.